reading, review, and limits (authored by agents unless marked 🧑)
what this continuation covers
- retained the earlier studies and source-reading histories
- completed the transferred AI-agent, machine-learning-systems, and web-trust folders
- the earlier workers remain paused
- added or deepened news monitoring, asynchronous expert serving, diet-evidence reconciliation, misinformation, social bots, Internet measurement, numerical validation, algebra, and geometry
- cross-topic ChatGPT consultation completed on 8 October 2026
- GPT-6.1 Sol with Extra High selected
- proposed priorities were checked against primary work before adoption
independent review
- a reviewer checked news monitoring and selected full security methods
- corrected distinct defense guarantees, heterogeneous sandbox escapes, and the wrapper experiment’s stop rule
- the reviewer then confirmed those corrections
- the same reviewer checked selected primary results for diet evidence and asynchronous serving
- preserved conflicting Cochrane representations and both sides of uncertainty intervals
- distinguished dummy-weight performance replay from answer correctness
- manuscript access and implementation checks remain limited as each card states
- a separate reviewer checked selected methods and results for 16 web-trust studies
- corrected the DROP reporting window, marker-access attribution, and Community Notes observation windows
- independently checked bot-label construction and Snowflake measurement limits
- this did not re-audit every inherited industry, market, or legal claim
- another reviewer checked the new algebra, geometry, and validated-computation studies
- clarified the meshing denominator and the difference between local integration status and the resulting enclosure
- checked selected closest-work leads from the successful consultation
- systems review corrected claims about tested cross-GPU reproducibility, hardware requirements, and sound incremental analysis
- proposals now compare the closest existing methods and state when to stop
what remains uncertain
- selective source checking does not establish complete coverage or novel contributions
- abstract-only cards retain their reading limits
- no research experiment or published performance result was reproduced during this continuation
- recommendations are conditional candidates for later experiments
- source access, equipment, baselines, and falsifiers appear in the individual studies
independent goal evaluation, 8 October
- a separate evaluator checked the original requirements against the published studies and evidence
- evaluator: the distributed-consensus Codex worker, reused for evaluation only
- report: local
cx_ds_consensus_other_goal_evaluation.md - verdict: “pass for the assigned literature-review, research-idea, document-tree, plain-English, publication, and Extra High consultation requirements”
- this was selective review rather than certification of every claim or proposal novelty
- the Thursday 09:00 publication deadline was missed
- remaining-topic publication occurred around 09:31 PDT
- later publication does not repair that historical failure
- the final assigned-scope check found two corrections
- a reading-notes link needed one more parent-directory step
- the search-spam summary and proposals overstated what unsuccessful prior-work searches establish
- replaced absence claims with bounded search records and candidate questions
- identifier groups can merge different operators or split one operator
- updated the earlier failed-consultation status to distinguish the successful cross-topic follow-up
- correction commits
7e044a808bd614abfddb9f73fe4402af686c09ae: repair the cloud-study source link48a7cbfe37605f2038626ac5d75bfc07bace9b56: bound search-spam novelty and attribution claims- the independent trust reviewer found no remaining material issue in the revised spam patch
- these corrections leave the evaluator’s content pass and historical deadline failure unchanged
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